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CEC 2015: Sendai, Japan
- IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015. IEEE 2015, ISBN 978-1-4799-7492-4
- Miguel León Ortiz, Ning Xiong:
Greedy adaptation of control parameters in differential evolution for global optimization problems. 385-392 - Steven Adriaensen, Gabriela Ochoa
, Ann Nowé:
A benchmark set extension and comparative study for the HyFlex framework. 784-791 - Shengcai Liu, Yufan Wei, Ke Tang, A. Kai Qin
, Xin Yao
:
QoS-aware long-term based service composition in cloud computing. 3362-3369 - Rohitash Chandra
, Kavina Dayal
:
Cooperative neuro-evolution of Elman recurrent networks for tropical cyclone wind-intensity prediction in the South Pacific region. 1784-1791 - Nils André Treiber, Oliver Kramer:
Evolutionary feature weighting for wind power prediction with nearest neighbor regression. 332-337 - David D. Haynes, Steven M. Corns
:
Algorithm for a tabu - ant colony optimizer. 529-535 - Yu Dateng, Yazhong Luo, Jiang Zicheng, Guojin Tang:
Multi-objective evolutionary optimization of evasive maneuvers including observability performance. 603-610 - Jimmy C. F. Ngai, Pui-In Mak
, Shirley W. I. Siu:
Predicting favorable protein docking poses on a solid surface by particle swarm optimization. 2745-2752 - Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho
:
A multi-UAV Mission Planning videogame-based framework for player analysis. 1490-1497 - Miguel Nicolau, Alexandros Agapitos, Michael O'Neill
, Anthony Brabazon:
Guidelines for defining benchmark problems in Genetic Programming. 1152-1159 - Mohamed Abou-Zleikha, Noor Shaker, Mads Græsbøll Christensen
:
Preference learning with evolutionary Multivariate Adaptive Regression Spline model. 2184-2191 - Marilena Di Carlo
, Massimiliano Vasile, Edmondo A. Minisci:
Multi-Population Inflationary Differential Evolution algorithm with Adaptive Local Restart. 632-639 - Taiga Kato, Koji Shimoyama, Shigeru Obayashi:
Evolutionary algorithm with parallel evaluation strategy of feasible and infeasible solutions considering total constraint violation. 986-993 - Kentarou Kurashige, Kaoru Nikaido:
Teaching a series of actions by the universal evaluations of each sensory information. 2341-2346 - Alexander Loginov, Garnett Carl Wilson, Malcolm I. Heywood
:
Better trade exits for foreign exchange currency trading using FXGP. 2510-2517 - Madalina M. Drugan
:
Stochastic Pareto local search for many objective quadratic assignment problem instances. 1754-1761 - James Watson, Geoff Nitschke
:
Deriving minimal sensory configurations for evolved cooperative robot teams. 3065-3071 - Christian Darabos, Jason H. Moore
:
Critical properties of cellular automata with evolving network topologies. 2105-2112 - Henry Williams
, Christopher P. Lee-Johnson, Will N. Browne
, Dale A. Carnegie:
Emotion inspired adaptive robotic path planning. 3004-3011 - Radka Polakova, Josef Tvrdík, Petr Bujok:
Cooperation of optimization algorithms: A simple hierarchical model. 1046-1052 - Jun Liu, Tianyun Shi, Ping Li:
Optimal cloud storage problem in the distributed cloud data centers by the discrete PSO algorithm. 156-163 - Takashi Kawabe, Yuuta Kobayashi, Setsuo Tsuruta, Yoshitaka Sakurai, Rainer Knauf:
Case based human oriented delivery route optimization. 2368-2375 - Deepak Dawar, Simone A. Ludwig:
A differential evolution based axle detector for robust vehicle classification. 3072-3079 - Oliver Kramer, Daniel Lückehe
:
Visualization of evolutionary runs with isometric mapping. 1359-1363 - Hardy Koke, Lennart Weiss, Christian Hühne
:
BESO with strain controlled material assignment. 626-631 - Lingling Tang, Xingquan Zuo, Chunlu Wang, Xinchao Zhao:
A MOEA/D based approach for solving robust double row layout problem. 1966-1973 - Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Novelty-Organizing Team of Classifiers in noisy and dynamic environments. 2937-2944 - Magdalena Metlicka, Donald Davendra:
Ensemble centralities based Adaptive Artificial Bee algorithm. 3370-3376 - Rafael Thomazi Gonzalez, Carlos Alberto de Araújo Padilha, Dante Augusto Couto Barone:
Ensemble System based on Genetic Algorithm for stock market forecasting. 3102-3108 - Stefan van der Stockt, Andries P. Engelbrecht:
Analysis of global information sharing in hyper-heuristics for different dynamic environments. 822-829 - Xiaoyan Zhuo, Han Huang, Zhaoquan Cai, Hui Hu:
An hybrid evolutionary algorithm with scout bee global search strategy for Chinese Nurse Rostering Problems. 769-775 - Rohitash Chandra
, Kavitesh Bali:
Competitive two-island cooperative coevolution for real parameter global optimisation. 93-100 - Ömer Öztürkoglu:
Investigating the robustness of aisles in a non-traditional unit-load warehouse design: Leverage. 2230-2236 - Pratyusha Rakshit, Amit Konar, Atulya K. Nagar
:
Type-2 fuzzy induced non-dominated sorting bee colony for noisy optimization. 1869-1876 - Juan Li, Jie Chen, Bin Xin, LiHua Dou:
Solving multi-objective multi-stage weapon target assignment problem via adaptive NSGAII and adaptive MOEA/D: A comparison study. 3132-3139 - Claudia I. González
, Juan R. Castro
, Patricia Melin
, Oscar Castillo
:
Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. 449-455 - Yuki Yazawa, Hernán E. Aguirre, Akira Oyama, Kiyoshi Tanaka:
Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function. 1861-1868 - Jing-Zhong Wang, Dai-Fen Wu, Tsung-Ying Sun:
An improved strategy based on center of solutions for Differential Evolution algorithm. 409-416 - Takahiko Sudo, Kazushi Goto, Yusuke Nojima, Hisao Ishibuchi:
Effects of ensemble action selection with different usage of player's memory resource on the evolution of cooperative strategies for iterated prisoner's dilemma game. 1505-1512 - Rodrigo C. Barros
, Christian Vahl Quevedo, Renata De Paris, Márcio P. Basgalupp
:
Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm. 2058-2065 - Guillaume Jornod, Ezequiel Di Mario, Iñaki Navarro, Alcherio Martinoli
:
SwarmViz: An open-source visualization tool for Particle Swarm Optimization. 179-186 - Minami Miyakawa, Keiki Takadama, Hiroyuki Sato:
Directed mating using inverted PBI function for constrained multi-objective optimization. 2929-2936 - Mario A. Muñoz
, Kate Smith-Miles
:
Effects of function translation and dimensionality reduction on landscape analysis. 1336-1342 - Keiki Takadama, Masaya Nakata:
Extracting both generalized and specialized knowledge by XCS using Attribute Tracking and Feedback. 3034-3041 - Derek Dibblee, Justin Maltese, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
Vector-evaluated particle swarm optimization with local search. 187-195 - Feng Sha
, Changseok Bae, Guang Liu, XiMeng Zhao, Yuk Ying Chung, Wei-Chang Yeh:
A categorized Particle Swarm Optimization for object tracking. 2737-2744 - Apurv Shukla:
A modified bat algorithm for the Quadratic Assignment Problem. 486-490 - Ronghua Shang, Licheng Jiao, Hao Xu, Yangyang Li:
Quantum immune clone for solving constrained multi-objective optimization. 3049-3056 - Mohammed El-Abd
:
Hybrid cooperative co-evolution for the CEC15 benchmarks. 1053-1058 - Jie Li, Junqi Zhang, LinWei Xu, Changjun Jiang:
Swarm intelligence to coordinate decentralized learning automata in identical payoff games. 133-140 - Hiroshi Sato, Masao Kubo, Tomohiro Shirakawa, Akira Namatame:
Dynamic leader selection based on approximate manipulability. 1432-1437 - Simone A. Ludwig, Kevin Bauer:
Immune network algorithm applied to the optimization of composite SaaS in Cloud computing. 3042-3048 - Momodou L. Sanyang, Ata Kabán:
Heavy tails with parameter adaptation in random projection based continuous EDA. 2074-2081 - Md. Monjurul Islam, Hemant Kumar Singh
, Tapabrata Ray
:
A Memetic Algorithm for solving single objective bilevel optimization problems. 1643-1650 - Keiko Ono, Yoshiko Hanada:
A CUDA-based self-adaptive subpopulation model in genetic programming: cuSASGP. 1543-1550 - Alejandro Piad-Morffis
, Suilan Estevez-Velarde, Antonio Bolufé Röhler
, James Montgomery, Stephen Chen
:
Evolution strategies with thresheld convergence. 2097-2104 - Kalyanmoy Deb, Zhichao Lu, Chris B. McKesson, Cherie Courseault Trumbach, Larry DeCan:
Towards optimal ship design and valuable knowledge discovery under uncertain conditions. 1815-1822 - Shicheng Wen, Shijin Yuan, Bin Mu, Hongyu Li, Juhui Ren:
PCGD: Principal components-based great deluge method for solving CNOP. 1513-1520 - Takeshi Watanabe, Tomoaki Tatsukawa, Akira Oyama:
On the fast hypervolume calculation method. 965-969 - Bharat Menon Radhakrishnan, Dipti Srinivasan
, Yong Fu Alfred Lau, Balaji Parasumanna Gokulan, Akshay Kumar Rathore, Sanjib Kumar Panda, Ashwin M. Khambadkone:
A Reinforcement learning algorithm for Agent-based Computational Economics (ACE) model of electricity markets. 297-303 - Ankur Sinha, Pekka Malo, Kalyanmoy Deb:
Transportation policy formulation as a multi-objective bilevel optimization problem. 1651-1658 - Jonathan Pérez, Fevrier Valdez
, Oscar Castillo
:
Modification of the Bat Algorithm using fuzzy logic for dynamical parameter adaptation. 464-471 - Liang-Yu Chen, Po-Ming Lee, Tzu-Chien Hsiao:
A sensor tagging approach for reusing building blocks of knowledge in Learning Classifier Systems. 2953-2960 - Bo Wang, Hua Xu, Yuan Yuan:
Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm. 2042-2049 - Syh-Shiuh Yeh, Jien-I Lee:
Optimal tuning of control gains for rigid tapping processes using a learning automata methodology. 3248-3255 - Saba Q. Yahyaa, Madalina M. Drugan
, Bernard Manderick:
Annealing linear scalarized based multi-objective multi-armed bandit algorithm. 1738-1745 - Gabriella A. B. Barros, Julian Togelius
:
Balanced Civilization map generation based on Open Data. 1482-1489 - Lei Chen, Chaoda Peng, Hai-Lin Liu, Shengli Xie:
An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems. 1041-1045 - Shang-Chia Wei, Tso-Jung Yen, Wei-Chang Yeh:
Learning of hierarchical fuzzy aggregative network using simplified swarm optimization. 2705-2712 - Stephanus Daniel Handoko, Hoong Chuin Lau
, Abhishek Gupta
, Yew-Soon Ong
, Chen Kim Heng, Puay Siew Tan:
Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming. 2713-2720 - Zhichao Lu, Kalyanmoy Deb, Ankur Sinha:
Handling decision variable uncertainty in bilevel optimization problems. 1683-1690 - Hiroyuki Mori, Hajime Fujita:
Application of EPSO to designing a contract model of weather derivatives in Smart Grid. 325-331 - Haruna Matsushita:
Firefly algorithm with dynamically changing connections. 2672-2677 - Karam M. Sallam
, Ruhul A. Sarker
, Daryl Essam
, Saber M. Elsayed
:
Neurodynamic differential evolution algorithm and solving CEC2015 competition problems. 1033-1040 - Ryuto Shigenobu
, Michael Damien Palmer:
Multi-objective optimization of auto-tap-changer pole transformer considering optimum placement in distribution systems. 925-930 - Sander van Rijn
, Michael T. M. Emmerich
, Edgar Reehuis, Thomas Bäck
:
Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm. 227-234 - Róisín Loughran, James McDermott, Michael O'Neill
:
Tonality driven piano compositions with Grammatical Evolution. 2168-2175 - Junfeng Chen, Qiwen Yang, Jianjun Ni, Yingjuan Xie, Shi Cheng:
An improved fireworks algorithm with landscape information for balancing exploration and exploitation. 1272-1279 - Yuhui Shi:
Brain storm optimization algorithm in objective space. 1227-1234 - Yiyun Yao, Qingjian Ni, Qing Lv, Kai Huang:
A novel heterogeneous feature ant colony optimization and its application on robot path planning. 522-528 - Oliviu Matei
, Diana Contras:
Advanced genetic operators in the context of evolutionary ontology. 9-14 - Annica Ivert, Claus de Castro Aranha, Hitoshi Iba:
Feature selection and classification using ensembles of genetic programs and within-class and between-class permutations. 1121-1128 - Seda Türk
, Simon Miller, Ender Özcan
, Robert Ivor John:
A simulated annealing approach to supplier selection aware inventory planning. 1799-1806 - Michalis Mavrovouniotis
, Ferrante Neri
, Shengxiang Yang:
An adaptive local search algorithm for real-valued dynamic optimization. 1388-1395 - Ahammed Sherief Kizhakkethil Youseph
, Madhu Chetty
, Gour C. Karmakar:
Gene regulatory network inference using Michaelis-Menten kinetics. 2392-2397 - Matheus R. D. Ullmann, Deller James Ferreira, Celso G. Camilo-Junior, Samuel Sabino Caetano, Lucas de Assis:
Formation of learning groups in cMoocs using Particle Swarm Optimization. 3296-3304 - Fei Yu, Yuanxiang Li, Bo Wei, Li Kuang:
Image retrieval based on interactive differential evolution. 3124-3131 - Emrah Hancer
, Bing Xue, Mengjie Zhang, Dervis Karaboga
, Bahriye Akay
:
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information. 2420-2427 - Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-objective multi-view clustering ensemble based on evolutionary approach. 1696-1703 - Valéria de Carvalho Santos, Claudio Fabiano Motta Toledo, Fernando Santos Osório
:
An exploratory path planning method based on genetic algorithm for autonomous mobile robots. 62-69 - Ding Yang, Michela Turrin, I. Sevil Sariyildiz, Yimin Sun:
Sports building envelope optimization using Multi-objective Multidisciplinary Design Optimization (M-MDO) techniques. 2269-2278 - Abhishek Gupta
, Yew-Soon Ong
:
An evolutionary algorithm with adaptive scalarization for multiobjective bilevel programs. 1636-1642 - Xi Li, Sanyou Zeng, Sha Qin, Kunqi Liu:
Constrained optimization problem solved by dynamic constrained NSGA-III multiobjective optimizational techniques. 2923-2928 - Daniel A. Ashlock, Sierra Gillis, Gary B. Fogel:
Ring optimization with extinction. 1311-1318 - Anupam Trivedi, Dipti Srinivasan
, Thomas Reindl, Chanan Singh:
A multi-objective genetic algorithm for unit commitment with significant wind penetration. 311-318 - Mohammad A. Eita, Tetsuo Shibuya, Amin A. Shoukry
:
Locating controlling regions of neural networks using constrained evolutionary computation. 1581-1588 - Liqiang Hou, Anum Pirzada, Yuanli Cai, Hong Ma:
Robust design optimization using integrated evidence computation - with application to Orbital Debris Removal. 3263-3270 - Dimo Brockhoff:
Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box Optimization Benchmarking testbed. 2026-2033 - Chang Luo, Koji Shimoyama, Shigeru Obayashi:
Effects of the number of design variables on performances in Kriging-model-based many-objective optimization. 1901-1908 - Xiaoli Wang, Yuping Wang, Zhen Wei, Jingxuan Wei:
New model and genetic algorithm for multi-installment divisible-load scheduling. 2775-2780 - Pierre-Alain Fayolle, Alexander A. Pasko:
User-assisted reverse modeling with evolutionary algorithms. 2176-2183 - Qing Jie Li, Kwok Yip Szeto:
Efficiency of adaptive genetic algorithm with mutation matrix in the solution of the knapsack problem of increasing complexity. 31-38 - Martin Andersson, Sunith Bandaru
, Amos H. C. Ng, Anna Syberfeldt
:
Parameter tuned CMA-ES on the CEC'15 expensive problems. 1950-1957 - Chao Yu, Lingchen Kelley, Ying Tan
:
Dynamic search fireworks algorithm with covariance mutation for solving the CEC 2015 learning based competition problems. 1106-1112 - Hongfeng Wang, Yaping Fu, Min Huang:
A species based multiobjective evolutionary algorithm for multiobjective flow shop scheduling problem. 3243-3247 - Naoto Suzuki, Takashi Okamoto, Seiichi Koakutsu:
Visualization of Pareto optimal solutions using MIGSOM. 2556-2564 - Ryoji Tanabe, Alex Fukunaga:
Tuning differential evolution for cheap, medium, and expensive computational budgets. 2018-2025 - Ali Sadollah
, Younghwan Choi, Joong-Hoon Kim:
Metaheuristic optimization algorithms for approximate solutions to ordinary differential equations. 792-798 - Yuki Tanigaki, Hiroyuki Masuda, Yu Setoguchi, Yusuke Nojima, Hisao Ishibuchi:
Algorithm structure optimization by choosing operators in multiobjective genetic local search. 854-861 - Maxim Buzdalov
, Anatoly Shalyto
:
Hard test generation for augmenting path maximum flow algorithms using genetic algorithms: Revisited. 2121-2128 - Heder S. Bernardino
, Helio J. C. Barbosa:
Grammar-based immune programming to assist in the solution of functional equations. 1167-1174 - Wendy Ashlock:
Evolving Side Effect Machines to measure distances between DNA promoter sequences. 2384-2391 - Todd Perry, Mohamed Bahy Bader-El-Den, Steven Cooper:
Imbalanced classification using genetically optimized cost sensitive classifiers. 680-687 - Noboru Murata
, Ryuei Nishii, Hideyuki Takagi, Yan Pei
:
Analytical estimation of the convergence point of populations. 2619-2624 - Heiner Zille, Sanaz Mostaghim
:
Properties of scalable Distance Minimization Problems using the Manhattan metric. 2875-2882 - Qi Chen, Bing Xue, Mengjie Zhang:
Generalisation and domain adaptation in GP with gradient descent for symbolic regression. 1137-1144 - Camilo Sánchez-Ferreira, Helon V. H. Ayala
, Leandro dos Santos Coelho
, Daniel M. Muñoz
, Mylène C. Q. Farias
, Carlos H. Llanos
:
Multi-objective differential evolution algorithm for underwater image restoration. 243-250 - Hui Li, Min Ding, Jingda Deng
, Qingfu Zhang
:
On the use of random weights in MOEA/D. 978-985 - Matthew Harris, Regina Berretta
, Mario Inostroza-Ponta
, Pablo Moscato
:
A Memetic Algorithm for the Quadratic Assignment Problem with parallel local search. 838-845